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Swine reporter model for preclinical evaluation and characterization of gene delivery vectors

Pigs which express tdTomato upon Cre or CRISPR editing of a genetic cassette inserted into their genome. (Pig analogue of Ai9 mice). This model system will aid translational preclinical studies for gene editing therapies.


A “turn-on” swine reporter model is developed to characterize local and systemic delivery of gene editors in vivo using viral or non-viral vectors. This adds the functionality of a reporter to preclinical gene delivery research in a large animal model that is more broadly accessible than nonhuman primates.

ALDH1L2 regulates reactive oxygen species and acinar-to-ductal metaplasia in the pancreas

Role of NADPH enzymes in pancreatic cancer.

Pancreas repair following injury involves reversible acinar-to-ductal metaplasia (ADM) and oncogenic KRAS mutations can progress ADM to pancreatic intraepithelial neoplasia (PanIN) and pancreatic ductal adenocarcinoma (PDAC) but, the metabolic alterations in these precancerous lesions are not established.

In 2 studies published in Nature Metabolism, researchers demonstrate decline in NADPH producing enzymes that reduce oxidative stress and protect the pancreatic cells.

In one study, the authors show aldehyde dehydrogenase 1 family member L2 (ALDH1L2), an NADPH-producing mitochondrial enzyme expression level decreases progressively during ADM and is completely absent in pancreatic ductal cells. ALDH1L2 loss elevates ROS and promotes ADM in a model of pancreatitis and accelerates tumor progression in models of pancreatic cancer.

In the 2nd study, the authors show NRF2-target genes are significantly induced in ADM. Among these, genes encoding NADPH-producing enzymes glucose-6-phosphate dehydrogenase (G6PD) and malic enzyme 1 (ME1), which participate in the regulation of oxidative stress.

In mouse models of pancreatic tumorigenesis, G6PD deficiency or Me1 loss increases reactive oxygen species and lipid peroxidation, which is accompanied by accelerated formation of ADM and PanIN lesions. The authors also show that Me1 loss, but not G6PD deficiency, promotes faster PDAC progression. sciencenewshighlights Science Mission https://www.nature.com/articles/s42255-026-01496-x https://sciencemission.com/NADPH-producing-enzymes https://sciencemission.com/ALDH1L2-regulates-reactive-oxygen-species


AI tackles one of math’s most brutal problems: Inverse PDEs

Penn Engineers have developed a new way to use AI to solve inverse partial differential equations (PDEs), a particularly challenging class of mathematical problems with broad implications for understanding the natural world.

The advance, which the researchers call “Mollifier Layers,” could benefit fields as varied as genetics and weather forecasting, because inverse PDEs help scientists work backward from observable patterns to infer the hidden dynamics that produced them.

“Solving an inverse problem is like looking at ripples in a pond and working backward to figure out where the pebble fell,” says Vivek Shenoy, Eduardo D. Glandt President’s Distinguished Professor in Materials Science and Engineering (MSE) and senior author of a study published in Transactions on Machine Learning Research (TMLR), which will be presented at the Conference on Neural Information Processing Systems (NeurIPS 2026). “You can see the effects clearly, but the real challenge is inferring the hidden cause.”

Abstract: SLC26A4-gene mutations are a frequent cause of hereditary HearingLoss

SLC26A4-gene mutations are a frequent cause of hereditary HearingLoss.

https://doi.org/10.1172/JCI193812 Here, Tsai et al. report that targeted AAV delivery to the endolymphatic sac and cochlear lateral wall restores auditory physiology and ameliorates cochlear pathology in a mouse model of Slc26a4-related deafness. Pendred syndrome DFNB4.

The image shows an AAV-GFP–transduced spiral prominence, a structure within the cochlear lateral wall. GFP (green) marks successfully transduced cells, phalloidin-568 (red) labels the actin cytoskeleton, and DAPI (blue) stains nuclei, highlighting efficient gene transfer to inner ear tissues essential for auditory function.


Address correspondence to: Chen-Chi Wu, Department of Otolaryngology, National Taiwan University Hospital, No. 1, Changde St., Zhongzheng Dist., Taipei City 100,229, Taiwan. Phone: 886.2.2312.3456; Email: chenchiwu@ntuh.gov.tw. Or to: Yen-Fu Cheng, Department of Medical Research, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Rd., Beitou District, Taipei City 11,217, Taiwan. Phone: 886.2.2875.7642; Email: yfcheng2@vghtpe.gov.tw.

Find articles by Tsai, Y. in: | Google Scholar

1Institute of Brain Science, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.

Scientists discover the “Goldilocks” secret behind life on Earth

Earth may be habitable because it got unbelievably lucky with its chemistry from the very start.

Earth may have won a cosmic chemistry lottery. Researchers found that during the planet’s earliest formation, oxygen had to be in an extremely narrow “Goldilocks zone” for two life-essential elements, phosphorus and nitrogen, to stay where life could use them. Too much or too little oxygen, and those ingredients could be lost or trapped deep inside the planet. This could reshape the search for life by showing that water alone is not enough.

Life cannot begin on a planet unless certain chemical elements are available in large enough amounts. Two of the most important are phosphorus and nitrogen. Phosphorus helps build DNA and RNA, which store and pass along genetic information, and it also plays a key role in how cells manage energy. Nitrogen is a major part of proteins, which are essential for building cells and helping them function. Without enough phosphorus and nitrogen, life cannot emerge from nonliving matter.

T cells secrete DNA to boost the immune system’s cancer-fighting ability

Activated immune cells secrete tiny capsules bearing DNA that can enter other immune and tumor cells to stimulate the body’s defense systems, according to a study led by investigators at Weill Cornell Medicine. The discovery extends the scientific understanding of the immune system, identifies a new strategy for boosting immunity against cancers and potentially offers a new tool for delivering genetic payloads to other cells.

Most animal cells secrete tiny capsules known as extracellular vesicles—nanoscale, membrane-bound particles—whose cargo can include proteins, snippets of DNA and other molecules. In the new study, published April 30 in Cancer Cell, the researchers discovered that vesicles secreted by activated T cells —major weapons of the immune system—carry DNA that enters immune cells and nearby tumor cells to enhance the immune response against the tumor. Preclinical experiments showed that this vesicle-associated DNA could be useful therapeutically, boosting T cell attacks against tumors that otherwise evoke little or no immune response.

“These findings reveal a natural mechanism for treating immunologically silent tumors and other diseases that stem from insufficient immune surveillance,” said study co-senior author Dr. David Lyden, the Stavros S. Niarchos Professor in Pediatric Cardiology and a member of the Gale and Ira Drukier Institute for Children’s Health and the Sandra and Edward Meyer Cancer Center at Weill Cornell Medicine.

New genome editing method could swap entire genes and correct 1000 mutations at once

New technology enables the insertion of a large segment of DNA into a genome, potentially expanding gene therapy treatment from cancellation of disease-causing mutations to replacement of an entire gene, scientists say.

Reporting in Nature, the researchers describe building upon a technique called prime editing by inserting DNA that attaches to the genome through a series of overlapping flaps. This method, which they call a prime assembly approach, avoids a bottleneck in the gene therapy field—a double-strand break to the donor DNA that can cause toxicity and kill cells.

“Using this method, we are doing genome assembly rather than making a small edit in a gene,” said Bin Liu, a co-lead author of the study and assistant professor of biological chemistry and pharmacology at The Ohio State University College of Medicine. “If we think of the genome as a book, we can remove one paragraph and replace it with a new one—or even rewrite a chapter.”

“An Update from the Sparks Brain Preservation” — April 30th Service

Our speaker this month is Jordan Sparks with the Sparks Brain Preservation organization in Oregon. Our event is in ZOOM Only, no in person meeting this month, meeting ins ZOOM on Thursday, April 30th, opening at 6:00 PM for our social hour, with the main event starting at 7:00 PM Eastern Time Jordan will tell us about his project, which was formerly the Oregon Brain Preservation, and before that Jordan formed Oregon Cryonics. This is an entirely different type of bio-stasis then cryonics. Their stated goal is to preserve the structure of the entire brain at a fine ultrastructural level. This includes the synaptic architecture as well as detailed molecular information such as protein post-translational modifications, cellular epigenetic patterns, and subcellular distributions of molecules.

The Entrepreneurial University

More academic and nonprofit labs should act as spinoff factories — both creating innovative foundational technologies *and* pushing these technologies forward towards the entrepreneurial translation needed to truly change the world for the better.


A research university emphasizes entrepreneurial science—and spawns start-ups in fields as varied as genetic medicine, humanoid robotics and carbon-catching materials.

Cancer cells can rewrite RNA messages, creating new drug targets in aggressive tumors

Scientists have uncovered an unexpected way cells can generate cancer-driving proteins—by cutting RNA into shorter, functional fragments rather than following the standard blueprint. This process, newly termed as “RNA dicing,” enables the production of a truncated form of the JAK1 protein that remains highly active and can promote tumor growth, particularly when normal gene function is disrupted.

The finding challenges conventional views of how genetic information is translated and points to a previously unrecognized mechanism that could influence cancer progression and response to targeted therapies.

The process by which cells turn genes into proteins has long been understood as precise and tightly controlled. But new research shows that cells can unexpectedly cut RNA into shorter fragments that still produce functional proteins, sometimes with harmful consequences.

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